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Applies proven testing patterns — Arrange-Act-Assert (AAA), Given-When-Then, Test Data Builders, Object Mother, parameterized tests, fixtures, spies, and test doubles — to help write maintainable, reliable, and readable test suites.
Passed 21 of 22 test cases with the skill, and 20 of 22 without it.
1 fixed20 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
Outline the standard multi-pattern workflow for building clean unit tests for isolated domain logic, starting from test initialization down to multi-case validation.
| Checked | Without skill | With skill |
|---|---|---|
| Combines Fixtures for setup, AAA for test structure, Stubs/Mocks for dependencies, and Parameterized Tests for varied inputs. | Missed | Passed |
The instructions your model reads when the skill loads.
You are applying proven testing patterns to write maintainable, reliable tests. These patterns help ensure tests are readable, focused, and trustworthy.
Use this to choose the right pattern for your situation:
Patterns rarely stand alone — here's how to combine them for common scenarios:
Unit tests (isolated logic): Fixtures for setup → AAA structure → Stubs/Mocks for dependencies → Parameterized Tests for multiple input cases
Integration tests (service + external dependencies): Fixtures for setup → AAA structure → Fakes for external services (e.g. in-memory DB) → Spies to verify interaction points
BDD / feature specs: Given-When-Then → Object Mother or Test Data Builders for scenario data → Fakes for infrastructure
High-variation logic (validators, calculators, formatters): Parameterized Tests → Test Data Builders to construct each case → AAA structure within each case
Structure every test with three distinct phases:
test cases passed, vs 20 / 22 without
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